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Adina Wagner eb4d2457a1 Merge pull request #2 from datalad-datasets/update-book hace 2 años
.datalad aa6c65d1e4 [DATALAD] new dataset hace 5 años
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C.E.Rasmussen_C.K.I.Williams-Gaussian_Processes_for_Machine_Learning.pdf 0bc62304c0 Initial collation hace 9 años
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D.C.C.MacKay-Information_Theory_Inference_and_Learning_Algorithms.pdf 0bc62304c0 Initial collation hace 9 años
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H.DaumeIII-A_Course_in_Machine_Learning.pdf 7afa3e65d4 updated url to be relaxed (content changed) + removed no longer available online Inductive Logic Programming hace 8 años
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README.md

Best Machine Learning Books

This DataLad dataset collates freely available online books on various sub-fields of machine learning. It doesn't physically contain any of them, but rather contains references to original websites.

If you like any of these books, please consider buying a physical copy to support the authors' work.

Obtain books

With DataLad

datalad install https://github.com/datalad-datasets/machinelearning-books.git
cd machinelearning-books
datalad get *.pdf

With git-annex

git clone https://github.com/datalad-datasets/machinelearning-books.git
cd mlbooks
git annex get *.pdf

Licenses

Originally inspired by 12 Best Free Ebooks for Machine Learning. Books themselves are available under varying terms. The collection itself is made available under PDDL.